Dynatrace

DECEMBER 5, 2023

Without observability, the benefits of ARM are lost Over the last decade and a half, a new wave of computer architecture has overtaken the world. ARM architecture, based on a processor type optimized for cloud and hyperscale computing, has become the most prevalent on the planet, with billions of ARM devices currently in use.

Architecture 290

Architecture Efficiency Energy Monitoring 290

The Netflix TechBlog

JANUARY 6, 2025

This thoughtful approach doesnt just address immediate hurdles; it builds the resilience and scalability needed for the future. Personalization systems handle the recommendation and serving of titles on these canvases, leveraging a vast ecosystem of microservices, caches, databases, code, and configurations to build these product canvases.

Scalability 219

Scalability Cache Engineering Systems 219

DZone

JUNE 15, 2023

The scalability, agility, and continuous delivery offered by microservices architecture make it a popular option for businesses today. Nevertheless, microservices architectures are not invulnerable to disruptions.

Engineering 314

Engineering Architecture Scalability Google 314

DZone

MAY 15, 2023

In today's fast-paced software development landscape, microservices have emerged as a popular architectural pattern. This architectural style enables teams to develop and deploy services independently, offering flexibility and scalability to the software development process. But what exactly are microservices?

Best Practices 312

Best Practices Architecture Scalability Software 312

InfoQ

NOVEMBER 18, 2024

Discover how Livi navigated the complexities of transitioning MJog, a legacy healthcare system, to a cloud-native architecture, sharing valuable insights for successful tech modernization. Our experience illustrates that transitioning from legacy systems to cloud-based microservices is not a one-time project but an ongoing journey.

Healthcare 97

Healthcare Architecture Cloud Systems 97

Dynatrace

OCTOBER 7, 2021

To get a better understanding of AWS serverless, we’ll first explore the basics of serverless architectures, review AWS serverless offerings, and explore common use cases. Serverless architecture: A primer. Serverless architecture shifts application hosting functions away from local servers onto those managed by providers.

Serverless 325

Serverless AWS Lambda Storage 325

DZone

JANUARY 31, 2024

The reality of the startup is that engineering teams are often at a crossroads when it comes to choosing the foundational architecture for their software applications. The allure of a microservice architecture is understandable in today's tech state of affairs, where scalability, flexibility, and independence are highly valued.

Architecture 289

Architecture Scalability Design Engineering 289

DZone

SEPTEMBER 11, 2024

Regarding contemporary software architecture, distributed systems have been widely recognized for quite some time as the foundation for applications with high availability, scalability, and reliability goals. Spring Boot's default codes and annotation setup lessen the time it takes to design an application.

Systems 255

Systems Java Software Architecture Programming 255

The Netflix TechBlog

APRIL 17, 2019

It’s a nice building with good architecture! However, a more scalable approach would be to begin with a new foundation and begin a new building. However, a more scalable approach would be to begin with a new foundation and begin a new building. The facilities are modern, spacious and scalable. What is SVT-AV1?

Open Source 167

Open Source Scalability Speed Efficiency 167

Dynatrace

NOVEMBER 10, 2022

To take full advantage of the scalability, flexibility, and resilience of cloud platforms, organizations need to build or rearchitect applications around a cloud-native architecture. So, what is cloud-native architecture, exactly? What is cloud-native architecture? Service mesh. Immutable infrastructure.

Cloud 162

Cloud Architecture Serverless Infrastructure 162

High Scalability

SEPTEMBER 28, 2018

MrTonyD : I was writing production code over 30 years ago (C, OS, database). There is a reason why I'm not a practicing programmer anymore - even though I love to code. Martin Sústrik : Philosophers, by and large, tend to be architecture astronauts. Programmers' insight is that architecture astronauts fail.

Internet 35

Internet Internet Scalability Blockchain 35

Dynatrace

OCTOBER 1, 2021

As dynamic systems architectures increase in complexity and scale, IT teams face mounting pressure to track and respond to conditions and issues across their multi-cloud environments. Dynatrace news. As teams begin collecting and working with observability data, they are also realizing its benefits to the business, not just IT.

Metrics 363

Metrics Open Source Monitoring Cloud 363

Dynatrace

AUGUST 11, 2022

Before an organization moves to function as a service, it’s important to understand how it works, its benefits and challenges, its effect on scalability, and why cloud-native observability is essential for attaining peak performance. FaaS vs. monolithic architectures. How does function as a service affect scalability?

Development 279

Development Serverless Best Practices Lambda 279

High Scalability

MARCH 1, 2019

It's HighScalability time: 10 years of AWS architecture increasing simplicity or increasing complexity? Don't miss all that the Internet has to say on Scalability, click below and become eventually consistent with all scalability knowledge (which means this post has many more items to read so please keep on reading).

Internet 33

Internet Internet Scalability Blockchain 33

Dynatrace

OCTOBER 2, 2023

Transforming an application from monolith to microservices-based architecture can be daunting, and knowing where to start can be difficult. Unsurprisingly, organizations are breaking away from monolithic architectures and moving toward event-driven microservices. Likewise, refactoring and rewriting code takes a lot of time and effort.

Architecture 278

Architecture Artificial Intelligence Cloud Open Source 278

Dynatrace

JULY 11, 2023

We’re delighted to share that IBM and Dynatrace have joined forces to bring the Dynatrace Operator, along with the comprehensive capabilities of the Dynatrace platform, to Red Hat OpenShift on the IBM Power architecture (ppc64le). It also detects new containers and injects OneAgent code modules into application pods.

Architecture 189

Architecture Availability Infrastructure Monitoring 189

Dynatrace

OCTOBER 10, 2022

Many organizations today rely on cloud-native applications for their scalability and agility, among other benefits. Serverless benefits include the following: Dynamic scalability. Code development also benefits from a serverless approach. Architectural complexity. However, not all cloud strategies are the same.

Serverless 241

Serverless Infrastructure Lambda Latency 241

Dynatrace

APRIL 30, 2019

You can read my blog supporting my session titled “ Performance as Code: Lets make it a Standard ” on the Neotys PAC blog. A single indicator is defined as a query against a data source such as a monitoring, testing, security or code quality tool. Beyond basic metrics: Detecting Architectural Regressions. Pitometer is a Node.js

Architecture 149

Architecture Open Source Azure Metrics 149

Dynatrace

MARCH 3, 2020

For software engineering teams, this demand means not only delivering new features faster but ensuring quality, performance, and scalability too. This involves new software delivery models, adapting to complex software architectures, and embracing automation for analysis and testing. Performance-as-a-self-service .

Performance 314

Performance Education Innovation Software Architecture 314

Dynatrace

DECEMBER 21, 2023

Evaluating these on three levels—data center, host, and application architecture (plus code)—is helpful. Application architectures might not be conducive to rehosting. From here, it’s time to consider the next level of energy optimization, green coding. Many of the same principles can be applied to green coding.

Cloud 264

Cloud Energy Best Practices Cache 264

Dynatrace

OCTOBER 4, 2022

Grail architectural basics. The aforementioned principles have, of course, a major impact on the overall architecture. A data lakehouse addresses these limitations and introduces an entirely new architectural design. From the beginning, Grail was built to be fast and scalable to manage massive volumes of data.

Artificial Intelligence 290

Artificial Intelligence Analytics Storage Architecture 290

Dynatrace

SEPTEMBER 27, 2024

But DIY projects require extensive planning and careful consideration, including choosing the right technology stack, outlining the application’s framework, selecting a design system for the user interface, and ensuring everything is secure, compliant, and scalable to meet the requirements of large enterprises.

Government 246

Government DevOps Azure Scalability 246

The Netflix TechBlog

FEBRUARY 9, 2021

In particular, we’ll define plans and offers, review the legacy architecture and some of its shortcomings, and dig into our new architecture and some of its advantages. Let’s take a deeper look at the architecture, protocols, and systems involved. This shape facilitates code reuse at the UI layer as well as the service layers.

Engineering 145

Engineering Scalability Architecture Innovation 145

Dynatrace

NOVEMBER 28, 2022

For AWS Lambda, the largest contributor to startup latency is the time spent initializing an execution environment, which includes loading function code and initializing dependencies. With SnapStart enabled, function code is initialized once when a function version is published. Understand and optimize your architecture.

Lambda 246

Lambda AWS Serverless Latency 246

The Netflix TechBlog

MARCH 5, 2019

Reliability How can we guarantee that a code change will be safe when rolled out to our production environment? Asset Inventory How can we develop a dimensional data model representing relationships between apps, clusters, regions and other metadata including AMI / software stack to help with availability, resiliency and fleet management?

Infrastructure 185

Infrastructure Cloud Scalability AWS 185

Dynatrace

SEPTEMBER 3, 2024

In many ways, the shift to cloud computing and the adoption of cloud-native architectures have enabled organizations to realize greater resiliency alongside scalability. By integrating with continuous integration and continuous delivery (CI/CD) pipelines, Dynatrace helps ensure that only high-quality code reaches production.

Infrastructure 290

Infrastructure Innovation Monitoring Software Performance 290

Dynatrace

JANUARY 5, 2022

To do so we have successfully established AI-based White box load and resiliency testing with JMeter and Dynatrace, helping identify and resolve major performance and scalability problems in recent projects before deploying to production. Our customers usually involve us 2-4 weeks before the production release. a Jenkinsfile.

Testing 246

Testing Open Source Metrics Infrastructure 246

The Netflix TechBlog

MAY 4, 2023

When undertaking system migrations, one of the main challenges is establishing confidence and seamlessly transitioning the traffic to the upgraded architecture without adversely impacting the customer experience. There is also an increased risk that bugs in the replay logic have the potential to impact production code and metrics.

Traffic 347

Traffic Latency Tuning Systems 347

Dynatrace

JULY 18, 2023

Dynatrace Configuration as Code enables complete automation of the Dynatrace platform’s configuration, ensuring that software is secure and reliable. With Configuration as Code, developers can manage their observability and security tasks with config files that can be developed alongside source code conveniently and at scale.

Best Practices 246

Best Practices Code Infrastructure Latency 246

Dynatrace

DECEMBER 8, 2022

As cloud-native, distributed architectures proliferate, the need for DevOps technologies and DevOps platform engineers has increased as well. They are similar to site reliability engineers (SREs) who focus on creating scalable, highly reliable software systems. Infrastructure as code (IaC) configuration management tool.

DevOps 246

DevOps Engineering Testing Open Source 246

High Scalability

JULY 20, 2018

That’s mapping applications to the specific architectural choices. The third wing of the architecture piece is the “domain specific system-on-chip.” Cliff Click : The JVM is very good at eliminating the cost of code abstraction, but not the cost of data abstraction. They are very expensive.

Internet 121

Internet Internet Scalability Automotive 121

The Netflix TechBlog

DECEMBER 11, 2020

Our Journey so Far Over the past year, we’ve implemented the core infrastructure pieces necessary for a federated GraphQL architecture as described in our previous post: Studio Edge Architecture The first Domain Graph Service (DGS) on the platform was the former GraphQL monolith that we discussed in our first post (Studio API).

Architecture 255

Architecture Best Practices Engineering Open Source 255

Dynatrace

DECEMBER 5, 2022

Yet, ensuring code quality and breaking down silos are some of the many challenges that come with DevOps methodologies. Monitoring and logging tools that once worked well with earlier IT architectures no longer provide sufficient context and integration to understand the state of complex systems or diagnose and correct security issues.

DevOps 264

DevOps Virtualization Best Practices Innovation 264

Dynatrace

SEPTEMBER 9, 2022

According to IBM , application modernization takes existing legacy applications and modernizes their platform infrastructure, internal architecture, or features. These insights help organizations plan for cloud scalability, performance improvements, and business alignment. Why should organizations modernize applications?

Strategy 264

Strategy Benchmarking Serverless Cloud 264

High Scalability

JUNE 15, 2018

Most of use who started coding in the 80s started with BASIC. JoeEmison : Another thing that serverless architectures change: how do you software development. The end of Dennard Scaling and Moore's Law means architecture is where we have to innovate to improve performance, cost, and energy. We turned out just fine.

Internet 113

Internet Internet Scalability Blockchain 113

Dynatrace

JUNE 9, 2023

Increasing an organization’s DevOps maturity is a key goal as teams adopt more cloud-native technologies, which simultaneously makes their environments more scalable and feature-rich but also more complex. Research has found that 99% of organizations have embraced a multicloud architecture.

DevOps 246

DevOps Analytics Storage Metrics 246

Dynatrace

JULY 9, 2020

From of our learnings on how we integrated Dynatrace into our DevOps toolchain , we advise our customers to follow our best practices around integrating delivery tools with Dynatrace, enforcing Dynatrace-based quality gates, implementing monitoring as code or automate remediation based on Dynatrace problems. Monitoring Configuration as Code.

Cloud 261

Cloud DevOps Architecture Azure 261